🚀 Update: Find our Brand New Blog on AI, Embedded & IoT analogdata.blog →

9 Structured Learning Paths

Master AI Through Real Projects

From Machine Learning fundamentals to cutting-edge AI Agents. Each track is designed by industry experts with hands-on projects you can deploy.

9

Tracks

0+

Projects

Self-Paced

Learning

Certificate

Included

beginner

Machine Learning Fundamentals

Master supervised & unsupervised learning, feature engineering, and model evaluation from scratch.

Scikit-learn Pandas NumPy
6 weeks • 10 projects Start Track →
intermediate

Deep Learning

Build neural networks from scratch. CNNs, RNNs, Transformers, and training at scale.

PyTorch TensorFlow Keras
10 weeks • 10 projects Start Track →
intermediate

NLP & Text Processing

Text classification, NER, sentiment analysis, and modern NLP pipelines with transformers.

HuggingFace spaCy NLTK
8 weeks • 10 projects Start Track →
intermediate

Computer Vision & OpenCV

Image processing, object detection, face recognition, and real-time video analysis.

OpenCV YOLO MediaPipe
8 weeks • 10 projects Start Track →
HOT
advanced

RAG Engineering

Build production RAG systems with advanced retrieval, re-ranking, hybrid search, and evaluation.

LangChain Pinecone RAGAS
8 weeks • 10 projects Start Track →
NEW
advanced

AI Agents & Automation

Build autonomous agents with tool use, planning, memory, and multi-agent systems.

CrewAI LangGraph AutoGen
10 weeks • 10 projects Start Track →
advanced

LLM Fine-tuning

Master LoRA, QLoRA, and full fine-tuning. Train custom models on your data.

Unsloth PEFT Axolotl
6 weeks • 8 projects Start Track →
beginner

AI-Powered Applications

Build full-stack AI apps. Chatbots, content generators, and SaaS products.

FastAPI Streamlit Next.js
8 weeks • 10 projects Start Track →
intermediate

MLOps & LLMOps

Deploy, monitor, and scale AI systems. CI/CD for ML, model versioning, and observability.

Docker Kubernetes MLflow
6 weeks • 10 projects Start Track →

Not Sure Where to Start?

Take our 2-minute assessment to get a personalized learning path based on your experience and goals.

Take Assessment
2 min
Quick Assessment
95%
Completion Rate
9
Learning Tracks
0+
Real Projects
Start Learning Today

Start Your AI Journey Today

Join 500+ developers who are building production-ready AI applications.

A
P
J
+
Join 500+ developers
4.9/5 rating

Get AI tutorials & project ideas

Join 1,000+ subscribers. No spam, unsubscribe anytime.